2pnw-mmge

Dataset statistics

Number of variables	17
Number of observations	206068
Missing cells	6291
Missing cells (%)	0.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	143.1 MiB
Average record size in memory	728.0 B

Variable types

CAT	10
NUM	7

Warnings

`MUNICIPIO` has a high cardinality: 1018 distinct values	High cardinality
`SUBGRUPO DE CULTIVO` has a high cardinality: 120 distinct values	High cardinality
`CULTIVO` has a high cardinality: 223 distinct values	High cardinality
`DESAGREGACIÓN REGIONAL Y/O SISTEMA PRODUCTIVO` has a high cardinality: 271 distinct values	High cardinality
`NOMBRE CIENTIFICO` has a high cardinality: 214 distinct values	High cardinality
`CÓD. MUN.` is highly correlated with `CÓD. DEP.`	High correlation
`CÓD. DEP.` is highly correlated with `CÓD. MUN.`	High correlation
`Área Cosechada (ha)` is highly correlated with `Área Sembrada (ha)`	High correlation
`Área Sembrada (ha)` is highly correlated with `Área Cosechada (ha)`	High correlation
`Rendimiento (t/ha)` has 3433 (1.7%) missing values	Missing
`NOMBRE CIENTIFICO` has 2857 (1.4%) missing values	Missing
`Producción (t)` is highly skewed (γ1 = 57.01210037)	Skewed
`Área Cosechada (ha)` has 4362 (2.1%) zeros	Zeros
`Producción (t)` has 3807 (1.8%) zeros	Zeros

Reproduction

Analysis started	2020-12-12 23:20:15.295578
Analysis finished	2020-12-12 23:20:30.694329
Duration	15.4 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

CÓD. DEP.
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	32
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	40.32256343
Minimum	5
Maximum	99
Zeros	0
Zeros (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	17
median	41
Q3	68
95-th percentile	76
Maximum	99
Range	94
Interquartile range (IQR)	51

Descriptive statistics

Standard deviation	25.27866166
Coefficient of variation (CV)	0.6269110769
Kurtosis	-1.279010676
Mean	40.32256343
Median Absolute Deviation (MAD)	24
Skewness	0.2304137871
Sum	8309190
Variance	639.0107354
Monotocity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
15	20576	10.0%
5	18759	9.1%
25	17805	8.6%
41	15926	7.7%
76	15774	7.7%
68	14672	7.1%
52	13445	6.5%
54	9751	4.7%
73	8595	4.2%
19	8385	4.1%
17	5342	2.6%
50	5241	2.5%
23	5121	2.5%
13	5068	2.5%
20	4887	2.4%
70	4503	2.2%
27	4076	2.0%
63	3913	1.9%
47	3908	1.9%
8	3809	1.8%
44	3286	1.6%
85	3142	1.5%
66	2810	1.4%
18	2344	1.1%
86	1776	0.9%
Other values (7)	3154	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	18759	9.1%
8	3809	1.8%
13	5068	2.5%
15	20576	10.0%
17	5342	2.6%
18	2344	1.1%
19	8385	4.1%
20	4887	2.4%
23	5121	2.5%
25	17805	8.6%

Value	Count	Frequency (%)
99	668	0.3%
97	275	0.1%
95	487	0.2%
94	162	0.1%
91	567	0.3%
88	138	0.1%
86	1776	0.9%
85	3142	1.5%
81	857	0.4%
76	15774	7.7%

DEPARTAMENTO
Categorical

Distinct	32
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

BOYACA	20576
ANTIOQUIA	18759
CUNDINAMARCA	17805
HUILA	15926
VALLE DEL CAUCA	15774
Other values (27)	117228

Common Values
Overview

Value	Count	Frequency (%)
BOYACA	20576	10.0%
ANTIOQUIA	18759	9.1%
CUNDINAMARCA	17805	8.6%
HUILA	15926	7.7%
VALLE DEL CAUCA	15774	7.7%
SANTANDER	14672	7.1%
NARIÑO	13445	6.5%
NORTE DE SANTANDER	9751	4.7%
TOLIMA	8595	4.2%
CAUCA	8385	4.1%
CALDAS	5342	2.6%
META	5241	2.5%
CORDOBA	5121	2.5%
BOLIVAR	5068	2.5%
CESAR	4887	2.4%
SUCRE	4503	2.2%
CHOCO	4076	2.0%
QUINDIO	3913	1.9%
MAGDALENA	3908	1.9%
ATLANTICO	3809	1.8%
LA GUAJIRA	3286	1.6%
CASANARE	3142	1.5%
RISARALDA	2810	1.4%
CAQUETA	2344	1.1%
PUTUMAYO	1776	0.9%
Other values (7)	3154	1.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	24
Median length	7
Mean length	8.398582021
Min length	4

Overview of Unicode Properties

Unique unicode characters	24
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	375105	21.7%
C	143467	8.3%
N	142326	8.2%
I	117843	6.8%
O	104791	6.1%
E	100536	5.8%
R	98671	5.7%
L	96066	5.6%
U	96028	5.5%
D	89791	5.2%
T	78507	4.5%
	54750	3.2%
S	46225	2.7%
M	37892	2.2%
B	30765	1.8%
Q	25016	1.4%
Y	22490	1.3%
V	22410	1.3%
H	20670	1.2%
Ñ	13445	0.8%
G	7843	0.5%
J	3286	0.2%
P	2189	0.1%
Z	567	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1675929	96.8%
Space Separator	54750	3.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	375105	22.4%
C	143467	8.6%
N	142326	8.5%
I	117843	7.0%
O	104791	6.3%
E	100536	6.0%
R	98671	5.9%
L	96066	5.7%
U	96028	5.7%
D	89791	5.4%
T	78507	4.7%
S	46225	2.8%
M	37892	2.3%
B	30765	1.8%
Q	25016	1.5%
Y	22490	1.3%
V	22410	1.3%
H	20670	1.2%
Ñ	13445	0.8%
G	7843	0.5%
J	3286	0.2%
P	2189	0.1%
Z	567	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	54750	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1675929	96.8%
Common	54750	3.2%

Most frequent Latin characters

Value	Count	Frequency (%)
A	375105	22.4%
C	143467	8.6%
N	142326	8.5%
I	117843	7.0%
O	104791	6.3%
E	100536	6.0%
R	98671	5.9%
L	96066	5.7%
U	96028	5.7%
D	89791	5.4%
T	78507	4.7%
S	46225	2.8%
M	37892	2.3%
B	30765	1.8%
Q	25016	1.5%
Y	22490	1.3%
V	22410	1.3%
H	20670	1.2%
Ñ	13445	0.8%
G	7843	0.5%
J	3286	0.2%
P	2189	0.1%
Z	567	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	54750	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1717234	99.2%
None	13445	0.8%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	375105	21.8%
C	143467	8.4%
N	142326	8.3%
I	117843	6.9%
O	104791	6.1%
E	100536	5.9%
R	98671	5.7%
L	96066	5.6%
U	96028	5.6%
D	89791	5.2%
T	78507	4.6%
	54750	3.2%
S	46225	2.7%
M	37892	2.2%
B	30765	1.8%
Q	25016	1.5%
Y	22490	1.3%
V	22410	1.3%
H	20670	1.2%
G	7843	0.5%
J	3286	0.2%
P	2189	0.1%
Z	567	< 0.1%

Most frequent None characters

Value	Count	Frequency (%)
Ñ	13445	100.0%

CÓD. MUN.
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1105
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	40747.53407
Minimum	5001
Maximum	99773
Zeros	0
Zeros (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	5001
5-th percentile	5475
Q1	17524
median	41357
Q3	68001
95-th percentile	76845
Maximum	99773
Range	94772
Interquartile range (IQR)	50477

Descriptive statistics

Standard deviation	25256.62191
Coefficient of variation (CV)	0.6198319109
Kurtosis	-1.278390027
Mean	40747.53407
Median Absolute Deviation (MAD)	24344
Skewness	0.2304574563
Sum	8396762850
Variance	637896950.1
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76111	655	0.3%
41298	639	0.3%
76892	634	0.3%
76834	627	0.3%
41306	623	0.3%
41001	602	0.3%
76622	602	0.3%
5001	595	0.3%
41396	591	0.3%
41020	590	0.3%
76100	585	0.3%
41615	582	0.3%
66001	526	0.3%
76520	518	0.3%
41132	513	0.2%
54518	506	0.2%
41078	502	0.2%
41548	490	0.2%
41551	473	0.2%
76275	472	0.2%
41807	470	0.2%
76364	469	0.2%
5440	465	0.2%
41319	462	0.2%
76001	459	0.2%
Other values (1080)	192418	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5001	595	0.3%
5002	174	0.1%
5004	91	< 0.1%
5021	117	0.1%
5030	139	0.1%
5031	122	0.1%
5034	209	0.1%
5036	122	0.1%
5038	134	0.1%
5040	117	0.1%

Value	Count	Frequency (%)
99773	253	0.1%
99624	123	0.1%
99524	156	0.1%
99001	136	0.1%
97666	59	< 0.1%
97161	108	0.1%
97001	108	0.1%
95200	125	0.1%
95025	117	0.1%
95015	110	0.1%

MUNICIPIO
Categorical

HIGH CARDINALITY

Distinct	1018
Distinct (%)	0.5%
Missing	1
Missing (%)	< 0.1%
Memory size	1.6 MiB

BOLIVAR	1012
LA UNION	916
SAN PEDRO	915
BUENAVISTA	859
GUADALUPE	727
Other values (1013)	201638

Common Values
Overview

Value	Count	Frequency (%)
BOLIVAR	1012	0.5%
LA UNION	916	0.4%
SAN PEDRO	915	0.4%
BUENAVISTA	859	0.4%
GUADALUPE	727	0.4%
VILLANUEVA	721	0.3%
GRANADA	678	0.3%
BUGA	655	0.3%
SANTA BARBARA	646	0.3%
GARZON	639	0.3%
YUMBO	634	0.3%
TULUA	627	0.3%
GIGANTE	623	0.3%
CORDOBA	605	0.3%
ROLDANILLO	602	0.3%
NEIVA	602	0.3%
MEDELLIN	595	0.3%
RESTREPO	592	0.3%
LA PLATA	591	0.3%
ALGECIRAS	590	0.3%
RIVERA	582	0.3%
PALESTINA	560	0.3%
SANTUARIO	534	0.3%
SUCRE	527	0.3%
PEREIRA	526	0.3%
Other values (993)	189509	92.0%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	27
Median length	8
Mean length	8.507575169
Min length	3

Overview of Unicode Properties

Unique unicode characters	31
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	327612	18.7%
O	134887	7.7%
E	127932	7.3%
I	127198	7.3%
R	117761	6.7%
N	108420	6.2%
L	105968	6.0%
S	81982	4.7%
C	81587	4.7%
T	77185	4.4%
U	72804	4.2%
	71893	4.1%
M	48027	2.7%
D	46560	2.7%
P	42924	2.4%
B	42397	2.4%
G	36283	2.1%
V	26171	1.5%
H	16204	0.9%
Z	14228	0.8%
J	13173	0.8%
Y	9776	0.6%
Q	9508	0.5%
F	8526	0.5%
Ñ	3401	0.2%
Other values (6)	732	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1680817	95.9%
Space Separator	71893	4.1%
Open Punctuation	213	< 0.1%
Close Punctuation	213	< 0.1%
Lowercase Letter	3	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	327612	19.5%
O	134887	8.0%
E	127932	7.6%
I	127198	7.6%
R	117761	7.0%
N	108420	6.5%
L	105968	6.3%
S	81982	4.9%
C	81587	4.9%
T	77185	4.6%
U	72804	4.3%
M	48027	2.9%
D	46560	2.8%
P	42924	2.6%
B	42397	2.5%
G	36283	2.2%
V	26171	1.6%
H	16204	1.0%
Z	14228	0.8%
J	13173	0.8%
Y	9776	0.6%
Q	9508	0.6%
F	8526	0.5%
Ñ	3401	0.2%
X	191	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	71893	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	213	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	213	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2	66.7%
a	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1680820	95.9%
Common	72319	4.1%

Most frequent Latin characters

Value	Count	Frequency (%)
A	327612	19.5%
O	134887	8.0%
E	127932	7.6%
I	127198	7.6%
R	117761	7.0%
N	108420	6.5%
L	105968	6.3%
S	81982	4.9%
C	81587	4.9%
T	77185	4.6%
U	72804	4.3%
M	48027	2.9%
D	46560	2.8%
P	42924	2.6%
B	42397	2.5%
G	36283	2.2%
V	26171	1.6%
H	16204	1.0%
Z	14228	0.8%
J	13173	0.8%
Y	9776	0.6%
Q	9508	0.6%
F	8526	0.5%
Ñ	3401	0.2%
X	191	< 0.1%
Other values (3)	115	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	71893	99.4%
(	213	0.3%
)	213	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1749738	99.8%
None	3401	0.2%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	327612	18.7%
O	134887	7.7%
E	127932	7.3%
I	127198	7.3%
R	117761	6.7%
N	108420	6.2%
L	105968	6.1%
S	81982	4.7%
C	81587	4.7%
T	77185	4.4%
U	72804	4.2%
	71893	4.1%
M	48027	2.7%
D	46560	2.7%
P	42924	2.5%
B	42397	2.4%
G	36283	2.1%
V	26171	1.5%
H	16204	0.9%
Z	14228	0.8%
J	13173	0.8%
Y	9776	0.6%
Q	9508	0.5%
F	8526	0.5%
(	213	< 0.1%
Other values (5)	519	< 0.1%

Most frequent None characters

Value	Count	Frequency (%)
Ñ	3401	100.0%

GRUPO DE CULTIVO
Categorical

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

FRUTALES	50236
CEREALES	36045
HORTALIZAS	32032
TUBERCULOS Y PLATANOS	30664
LEGUMINOSAS	26368
Other values (8)	30723

Common Values
Overview

Value	Count	Frequency (%)
FRUTALES	50236	24.4%
CEREALES	36045	17.5%
HORTALIZAS	32032	15.5%
TUBERCULOS Y PLATANOS	30664	14.9%
LEGUMINOSAS	26368	12.8%
OTROS PERMANENTES	21813	10.6%
FIBRAS	1977	1.0%
OLEAGINOSAS	1967	1.0%
PLANTAS AROMATICAS, CONDIMENTARIAS Y MEDICINALES	1686	0.8%
FORESTALES	1327	0.6%
FLORES Y FOLLAJES	981	0.5%
OTROS TRANSITORIOS	956	0.5%
HONGOS	16	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	48
Median length	10
Mean length	12.02059029
Min length	6

Overview of Unicode Properties

Unique unicode characters	23
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
S	296158	12.0%
E	292483	11.8%
A	282517	11.4%
L	215618	8.7%
R	203128	8.2%
T	196475	7.9%
O	177805	7.2%
U	137932	5.6%
N	110341	4.5%
	92803	3.7%
I	72686	2.9%
C	71767	2.9%
F	55502	2.2%
P	54163	2.2%
M	53239	2.1%
Y	33331	1.3%
B	32641	1.3%
H	32048	1.3%
Z	32032	1.3%
G	28351	1.1%
D	3372	0.1%
,	1686	0.1%
J	981	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2382570	96.2%
Space Separator	92803	3.7%
Other Punctuation	1686	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	296158	12.4%
E	292483	12.3%
A	282517	11.9%
L	215618	9.0%
R	203128	8.5%
T	196475	8.2%
O	177805	7.5%
U	137932	5.8%
N	110341	4.6%
I	72686	3.1%
C	71767	3.0%
F	55502	2.3%
P	54163	2.3%
M	53239	2.2%
Y	33331	1.4%
B	32641	1.4%
H	32048	1.3%
Z	32032	1.3%
G	28351	1.2%
D	3372	0.1%
J	981	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	92803	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
,	1686	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2382570	96.2%
Common	94489	3.8%

Most frequent Latin characters

Value	Count	Frequency (%)
S	296158	12.4%
E	292483	12.3%
A	282517	11.9%
L	215618	9.0%
R	203128	8.5%
T	196475	8.2%
O	177805	7.5%
U	137932	5.8%
N	110341	4.6%
I	72686	3.1%
C	71767	3.0%
F	55502	2.3%
P	54163	2.3%
M	53239	2.2%
Y	33331	1.4%
B	32641	1.4%
H	32048	1.3%
Z	32032	1.3%
G	28351	1.2%
D	3372	0.1%
J	981	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	92803	98.2%
,	1686	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2477059	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
S	296158	12.0%
E	292483	11.8%
A	282517	11.4%
L	215618	8.7%
R	203128	8.2%
T	196475	7.9%
O	177805	7.2%
U	137932	5.6%
N	110341	4.5%
	92803	3.7%
I	72686	2.9%
C	71767	2.9%
F	55502	2.2%
P	54163	2.2%
M	53239	2.1%
Y	33331	1.3%
B	32641	1.3%
H	32048	1.3%
Z	32032	1.3%
G	28351	1.1%
D	3372	0.1%
,	1686	0.1%
J	981	< 0.1%

SUBGRUPO DE CULTIVO
Categorical

HIGH CARDINALITY

Distinct	120
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

MAIZ	24965
FRIJOL	14693
TOMATE	9654
YUCA	9488
PLATANO	9048
Other values (115)	138220

Common Values
Overview

Value	Count	Frequency (%)
MAIZ	24965	12.1%
FRIJOL	14693	7.1%
TOMATE	9654	4.7%
YUCA	9488	4.6%
PLATANO	9048	4.4%
CAÑA	8090	3.9%
CITRICOS	7781	3.8%
PAPA	7483	3.6%
ARROZ	7416	3.6%
CAFE	7263	3.5%
ARVEJA	6360	3.1%
CACAO	6066	2.9%
AGUACATE	4542	2.2%
CEBOLLA	4028	2.0%
FRUTALES EXOTICOS	4015	1.9%
HABICHUELA	3513	1.7%
MORA	3213	1.6%
LULO	3097	1.5%
AHUYAMA	2792	1.4%
TOMATE DE ARBOL	2727	1.3%
BANANO	2565	1.2%
MANGO	2315	1.1%
PATILLA	2308	1.1%
PIÑA	2214	1.1%
GUAYABA	1988	1.0%
Other values (95)	48444	23.5%

Frequencies of value counts

Unique

Unique	3 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	32
Median length	6
Mean length	6.358823301
Min length	3

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	279809	21.4%
O	116972	8.9%
I	94522	7.2%
C	93527	7.1%
R	77846	5.9%
L	75964	5.8%
E	69867	5.3%
T	69852	5.3%
M	57435	4.4%
P	42668	3.3%
U	41195	3.1%
N	38899	3.0%
Z	36590	2.8%
F	31381	2.4%
S	29259	2.2%
J	25040	1.9%
B	20538	1.6%
H	19407	1.5%
Y	18922	1.4%
G	17384	1.3%
	17036	1.3%
Ñ	11814	0.9%
D	10211	0.8%
V	9083	0.7%
X	4015	0.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1293314	98.7%
Space Separator	17036	1.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	279809	21.6%
O	116972	9.0%
I	94522	7.3%
C	93527	7.2%
R	77846	6.0%
L	75964	5.9%
E	69867	5.4%
T	69852	5.4%
M	57435	4.4%
P	42668	3.3%
U	41195	3.2%
N	38899	3.0%
Z	36590	2.8%
F	31381	2.4%
S	29259	2.3%
J	25040	1.9%
B	20538	1.6%
H	19407	1.5%
Y	18922	1.5%
G	17384	1.3%
Ñ	11814	0.9%
D	10211	0.8%
V	9083	0.7%
X	4015	0.3%
Q	1114	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	17036	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1293314	98.7%
Common	17036	1.3%

Most frequent Latin characters

Value	Count	Frequency (%)
A	279809	21.6%
O	116972	9.0%
I	94522	7.3%
C	93527	7.2%
R	77846	6.0%
L	75964	5.9%
E	69867	5.4%
T	69852	5.4%
M	57435	4.4%
P	42668	3.3%
U	41195	3.2%
N	38899	3.0%
Z	36590	2.8%
F	31381	2.4%
S	29259	2.3%
J	25040	1.9%
B	20538	1.6%
H	19407	1.5%
Y	18922	1.5%
G	17384	1.3%
Ñ	11814	0.9%
D	10211	0.8%
V	9083	0.7%
X	4015	0.3%
Q	1114	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	17036	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1298536	99.1%
None	11814	0.9%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	279809	21.5%
O	116972	9.0%
I	94522	7.3%
C	93527	7.2%
R	77846	6.0%
L	75964	5.8%
E	69867	5.4%
T	69852	5.4%
M	57435	4.4%
P	42668	3.3%
U	41195	3.2%
N	38899	3.0%
Z	36590	2.8%
F	31381	2.4%
S	29259	2.3%
J	25040	1.9%
B	20538	1.6%
H	19407	1.5%
Y	18922	1.5%
G	17384	1.3%
	17036	1.3%
D	10211	0.8%
V	9083	0.7%
X	4015	0.3%
Q	1114	0.1%

Most frequent None characters

Value	Count	Frequency (%)
Ñ	11814	100.0%

CULTIVO
Categorical

HIGH CARDINALITY

Distinct	223
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

MAIZ	24965
FRIJOL	14693
TOMATE	9654
YUCA	9488
PLATANO	9048
Other values (218)	138220

Common Values
Overview

Value	Count	Frequency (%)
MAIZ	24965	12.1%
FRIJOL	14693	7.1%
TOMATE	9654	4.7%
YUCA	9488	4.6%
PLATANO	9048	4.4%
PAPA	7483	3.6%
ARROZ	7416	3.6%
CAFE	7263	3.5%
CAÑA PANELERA	6669	3.2%
ARVEJA	6360	3.1%
CACAO	6066	2.9%
AGUACATE	4542	2.2%
HABICHUELA	3513	1.7%
MORA	3213	1.6%
LULO	3097	1.5%
AHUYAMA	2792	1.4%
TOMATE DE ARBOL	2727	1.3%
CITRICOS	2660	1.3%
MANGO	2315	1.1%
NARANJA	2309	1.1%
PATILLA	2308	1.1%
CEBOLLA DE BULBO	2295	1.1%
PIÑA	2214	1.1%
BANANO	2130	1.0%
GUAYABA	1988	1.0%
Other values (198)	58860	28.6%

Frequencies of value counts

Unique

Unique	9 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	32
Median length	6
Mean length	6.655400159
Min length	2

Overview of Unicode Properties

Unique unicode characters	25
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	308653	22.5%
O	114915	8.4%
R	87590	6.4%
I	83541	6.1%
L	82168	6.0%
E	80969	5.9%
C	79683	5.8%
M	64448	4.7%
T	57127	4.2%
N	54170	3.9%
P	50070	3.7%
U	44020	3.2%
Z	38534	2.8%
	31337	2.3%
B	29003	2.1%
J	27808	2.0%
F	25359	1.8%
H	23765	1.7%
Y	19785	1.4%
G	18872	1.4%
D	14517	1.1%
S	12130	0.9%
Ñ	11888	0.9%
V	9996	0.7%
Q	1117	0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1340128	97.7%
Space Separator	31337	2.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	308653	23.0%
O	114915	8.6%
R	87590	6.5%
I	83541	6.2%
L	82168	6.1%
E	80969	6.0%
C	79683	5.9%
M	64448	4.8%
T	57127	4.3%
N	54170	4.0%
P	50070	3.7%
U	44020	3.3%
Z	38534	2.9%
B	29003	2.2%
J	27808	2.1%
F	25359	1.9%
H	23765	1.8%
Y	19785	1.5%
G	18872	1.4%
D	14517	1.1%
S	12130	0.9%
Ñ	11888	0.9%
V	9996	0.7%
Q	1117	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	31337	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1340128	97.7%
Common	31337	2.3%

Most frequent Latin characters

Value	Count	Frequency (%)
A	308653	23.0%
O	114915	8.6%
R	87590	6.5%
I	83541	6.2%
L	82168	6.1%
E	80969	6.0%
C	79683	5.9%
M	64448	4.8%
T	57127	4.3%
N	54170	4.0%
P	50070	3.7%
U	44020	3.3%
Z	38534	2.9%
B	29003	2.2%
J	27808	2.1%
F	25359	1.9%
H	23765	1.8%
Y	19785	1.5%
G	18872	1.4%
D	14517	1.1%
S	12130	0.9%
Ñ	11888	0.9%
V	9996	0.7%
Q	1117	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	31337	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1359577	99.1%
None	11888	0.9%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	308653	22.7%
O	114915	8.5%
R	87590	6.4%
I	83541	6.1%
L	82168	6.0%
E	80969	6.0%
C	79683	5.9%
M	64448	4.7%
T	57127	4.2%
N	54170	4.0%
P	50070	3.7%
U	44020	3.2%
Z	38534	2.8%
	31337	2.3%
B	29003	2.1%
J	27808	2.0%
F	25359	1.9%
H	23765	1.7%
Y	19785	1.5%
G	18872	1.4%
D	14517	1.1%
S	12130	0.9%
V	9996	0.7%
Q	1117	0.1%

Most frequent None characters

Value	Count	Frequency (%)
Ñ	11888	100.0%

DESAGREGACIÓN REGIONAL Y/O SISTEMA PRODUCTIVO
Categorical

HIGH CARDINALITY

Distinct	271
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

MAIZ TRADICIONAL	20069
FRIJOL	10776
YUCA	9284
PLATANO	8876
TOMATE	7598
Other values (266)	149465

Common Values
Overview

Value	Count	Frequency (%)
MAIZ TRADICIONAL	20069	9.7%
FRIJOL	10776	5.2%
YUCA	9284	4.5%
PLATANO	8876	4.3%
TOMATE	7598	3.7%
CAFE	7263	3.5%
CAÑA PANELERA	6669	3.2%
ARVEJA	6360	3.1%
CACAO	6066	2.9%
PAPA	5841	2.8%
MAIZ TECNIFICADO	4896	2.4%
AGUACATE	4542	2.2%
HABICHUELA	3513	1.7%
MORA	3213	1.6%
LULO	3097	1.5%
ARROZ SECANO MANUAL	2922	1.4%
AHUYAMA	2792	1.4%
ARROZ RIEGO	2746	1.3%
TOMATE DE ARBOL	2727	1.3%
CITRICOS	2660	1.3%
PATILLA	2308	1.1%
CEBOLLA DE BULBO	2295	1.1%
MANGO	2235	1.1%
PIÑA	2214	1.1%
TOMATE INVERNADERO	2056	1.0%
Other values (246)	73050	35.4%

Frequencies of value counts

Unique

Unique	9 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	32
Median length	7
Mean length	8.994346526
Min length	2

Overview of Unicode Properties

Unique unicode characters	30
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	377306	20.4%
O	157143	8.5%
I	146009	7.9%
R	119598	6.5%
C	118940	6.4%
L	113083	6.1%
E	103003	5.6%
N	94280	5.1%
T	85128	4.6%
	79006	4.3%
M	69417	3.7%
P	51491	2.8%
U	50567	2.7%
D	44640	2.4%
Z	40436	2.2%
B	31898	1.7%
F	30285	1.6%
J	28119	1.5%
H	24542	1.3%
G	21241	1.1%
Y	19850	1.1%
S	18727	1.0%
V	15282	0.8%
Ñ	11888	0.6%
Q	1117	0.1%
Other values (5)	451	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1774302	95.7%
Space Separator	79006	4.3%
Open Punctuation	63	< 0.1%
Close Punctuation	63	< 0.1%
Dash Punctuation	13	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	377306	21.3%
O	157143	8.9%
I	146009	8.2%
R	119598	6.7%
C	118940	6.7%
L	113083	6.4%
E	103003	5.8%
N	94280	5.3%
T	85128	4.8%
M	69417	3.9%
P	51491	2.9%
U	50567	2.8%
D	44640	2.5%
Z	40436	2.3%
B	31898	1.8%
F	30285	1.7%
J	28119	1.6%
H	24542	1.4%
G	21241	1.2%
Y	19850	1.1%
S	18727	1.1%
V	15282	0.9%
Ñ	11888	0.7%
Q	1117	0.1%
X	276	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	79006	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	63	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	63	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1774302	95.7%
Common	79145	4.3%

Most frequent Latin characters

Value	Count	Frequency (%)
A	377306	21.3%
O	157143	8.9%
I	146009	8.2%
R	119598	6.7%
C	118940	6.7%
L	113083	6.4%
E	103003	5.8%
N	94280	5.3%
T	85128	4.8%
M	69417	3.9%
P	51491	2.9%
U	50567	2.8%
D	44640	2.5%
Z	40436	2.3%
B	31898	1.8%
F	30285	1.7%
J	28119	1.6%
H	24542	1.4%
G	21241	1.2%
Y	19850	1.1%
S	18727	1.1%
V	15282	0.9%
Ñ	11888	0.7%
Q	1117	0.1%
X	276	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	79006	99.8%
(	63	0.1%
)	63	0.1%
-	13	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1841559	99.4%
None	11888	0.6%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	377306	20.5%
O	157143	8.5%
I	146009	7.9%
R	119598	6.5%
C	118940	6.5%
L	113083	6.1%
E	103003	5.6%
N	94280	5.1%
T	85128	4.6%
	79006	4.3%
M	69417	3.8%
P	51491	2.8%
U	50567	2.7%
D	44640	2.4%
Z	40436	2.2%
B	31898	1.7%
F	30285	1.6%
J	28119	1.5%
H	24542	1.3%
G	21241	1.2%
Y	19850	1.1%
S	18727	1.0%
V	15282	0.8%
Q	1117	0.1%
X	276	< 0.1%
Other values (4)	175	< 0.1%

Most frequent None characters

Value	Count	Frequency (%)
Ñ	11888	100.0%

AÑO
Real number (ℝ_≥0)

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2012.455976
Minimum	2006
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	2006
5-th percentile	2007
Q1	2009
median	2013
Q3	2015
95-th percentile	2018
Maximum	2018
Range	12
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.479112868
Coefficient of variation (CV)	0.001728789554
Kurtosis	-1.173847126
Mean	2012.455976
Median Absolute Deviation (MAD)	3
Skewness	-0.07451325979
Sum	414702778
Variance	12.10422635
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
2017	18756	9.1%
2016	18399	8.9%
2015	17900	8.7%
2013	17649	8.6%
2014	17434	8.5%
2012	16856	8.2%
2010	16619	8.1%
2011	16592	8.1%
2009	16318	7.9%
2008	15894	7.7%
2007	15483	7.5%
2018	14096	6.8%
2006	4072	2.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2006	4072	2.0%
2007	15483	7.5%
2008	15894	7.7%
2009	16318	7.9%
2010	16619	8.1%
2011	16592	8.1%
2012	16856	8.2%
2013	17649	8.6%
2014	17434	8.5%
2015	17900	8.7%

Value	Count	Frequency (%)
2018	14096	6.8%
2017	18756	9.1%
2016	18399	8.9%
2015	17900	8.7%
2014	17434	8.5%
2013	17649	8.6%
2012	16856	8.2%
2011	16592	8.1%
2010	16619	8.1%
2009	16318	7.9%

PERIODO
Categorical

Distinct	36
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

2018	8901
2017	8899
2016	8681
2015	8487
2014	8332
Other values (31)	162768

Common Values
Overview

Value	Count	Frequency (%)
2018	8901	4.3%
2017	8899	4.3%
2016	8681	4.2%
2015	8487	4.1%
2014	8332	4.0%
2013	8267	4.0%
2012	7962	3.9%
2011	7781	3.8%
2010	7736	3.8%
2009	7632	3.7%
2008	7351	3.6%
2007	7096	3.4%
2017A	5196	2.5%
2018A	5195	2.5%
2016A	5163	2.5%
2013A	5042	2.4%
2015A	4971	2.4%
2014A	4877	2.4%
2010A	4796	2.3%
2011A	4781	2.3%
2012A	4711	2.3%
2017B	4661	2.3%
2009A	4602	2.2%
2016B	4555	2.2%
2015B	4442	2.2%
Other values (11)	45951	22.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	5
Median length	5
Mean length	4.528675
Min length	4

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	274454	29.4%
2	222924	23.9%
1	170893	18.3%
A	58003	6.2%
B	50940	5.5%
7	34239	3.7%
8	29990	3.2%
6	22471	2.4%
5	17900	1.9%
3	17649	1.9%
4	17434	1.9%
9	16318	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	824272	88.3%
Uppercase Letter	108943	11.7%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	274454	33.3%
2	222924	27.0%
1	170893	20.7%
7	34239	4.2%
8	29990	3.6%
6	22471	2.7%
5	17900	2.2%
3	17649	2.1%
4	17434	2.1%
9	16318	2.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	58003	53.2%
B	50940	46.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	824272	88.3%
Latin	108943	11.7%

Most frequent Common characters

Value	Count	Frequency (%)
0	274454	33.3%
2	222924	27.0%
1	170893	20.7%
7	34239	4.2%
8	29990	3.6%
6	22471	2.7%
5	17900	2.2%
3	17649	2.1%
4	17434	2.1%
9	16318	2.0%

Most frequent Latin characters

Value	Count	Frequency (%)
A	58003	53.2%
B	50940	46.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	933215	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	274454	29.4%
2	222924	23.9%
1	170893	18.3%
A	58003	6.2%
B	50940	5.5%
7	34239	3.7%
8	29990	3.2%
6	22471	2.4%
5	17900	1.9%
3	17649	1.9%
4	17434	1.9%
9	16318	1.7%

Área Sembrada (ha)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	5023
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	291.0738251
Minimum	0
Maximum	47403
Zeros	721
Zeros (%)	0.3%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	10
median	35
Q3	151
95-th percentile	1200
Maximum	47403
Range	47403
Interquartile range (IQR)	141

Descriptive statistics

Standard deviation	1153.602556
Coefficient of variation (CV)	3.963264494
Kurtosis	341.7829159
Mean	291.0738251
Median Absolute Deviation (MAD)	31
Skewness	14.43974571
Sum	59981001
Variance	1330798.858
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	8153	4.0%
5	7741	3.8%
2	7037	3.4%
3	6391	3.1%
20	5954	2.9%
4	5911	2.9%
1	5583	2.7%
15	5175	2.5%
6	4835	2.3%
30	4756	2.3%
8	4700	2.3%
12	3620	1.8%
7	3565	1.7%
50	3564	1.7%
40	3491	1.7%
25	3320	1.6%
60	2551	1.2%
100	2491	1.2%
9	2477	1.2%
80	2354	1.1%
35	2081	1.0%
18	2050	1.0%
70	2002	1.0%
11	1780	0.9%
150	1742	0.8%
Other values (4998)	102744	49.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	721	0.3%
1	5583	2.7%
2	7037	3.4%
3	6391	3.1%
4	5911	2.9%
5	7741	3.8%
6	4835	2.3%
7	3565	1.7%
8	4700	2.3%
9	2477	1.2%

Value	Count	Frequency (%)
47403	1	< 0.1%
46535	1	< 0.1%
45000	1	< 0.1%
44717	1	< 0.1%
44550	2	< 0.1%
43600	2	< 0.1%
41544	2	< 0.1%
38844	1	< 0.1%
38678	1	< 0.1%
38470	2	< 0.1%

Área Cosechada (ha)
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	4557
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	249.4195217
Minimum	0
Maximum	38600
Zeros	4362
Zeros (%)	2.1%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	8
median	30
Q3	130
95-th percentile	1030
Maximum	38600
Range	38600
Interquartile range (IQR)	122

Descriptive statistics

Standard deviation	980.3752257
Coefficient of variation (CV)	3.930627479
Kurtosis	307.2537075
Mean	249.4195217
Median Absolute Deviation (MAD)	27
Skewness	13.73481458
Sum	51397382
Variance	961135.5832
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	8151	4.0%
5	8127	3.9%
10	7930	3.8%
3	7223	3.5%
1	6649	3.2%
4	6482	3.1%
20	5538	2.7%
8	4993	2.4%
15	4899	2.4%
6	4871	2.4%
0	4362	2.1%
30	4318	2.1%
7	3936	1.9%
12	3336	1.6%
40	3287	1.6%
25	3222	1.6%
50	3128	1.5%
9	2924	1.4%
18	2355	1.1%
60	2327	1.1%
100	2246	1.1%
80	2160	1.0%
35	2073	1.0%
70	1931	0.9%
14	1924	0.9%
Other values (4532)	97676	47.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4362	2.1%
1	6649	3.2%
2	8151	4.0%
3	7223	3.5%
4	6482	3.1%
5	8127	3.9%
6	4871	2.4%
7	3936	1.9%
8	4993	2.4%
9	2924	1.4%

Value	Count	Frequency (%)
38600	1	< 0.1%
35100	2	< 0.1%
35000	1	< 0.1%
34344	1	< 0.1%
34175	2	< 0.1%
33790	1	< 0.1%
33600	2	< 0.1%
33500	2	< 0.1%
32932	1	< 0.1%
32930	1	< 0.1%

Producción (t)
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	10230
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2790.725595
Minimum	0
Maximum	4546116
Zeros	3807
Zeros (%)	1.8%
Memory size	1.6 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	32
median	140
Q3	648
95-th percentile	5965.65
Maximum	4546116
Range	4546116
Interquartile range (IQR)	616

Descriptive statistics

Standard deviation	45114.71332
Coefficient of variation (CV)	16.16594387
Kurtosis	4247.754165
Mean	2790.725595
Median Absolute Deviation (MAD)	130
Skewness	57.01210037
Sum	575079242
Variance	2035337358
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3807	1.8%
60	2553	1.2%
20	2497	1.2%
30	2489	1.2%
8	2423	1.2%
5	2417	1.2%
10	2401	1.2%
2	2387	1.2%
6	2345	1.1%
4	2334	1.1%
40	2234	1.1%
12	2153	1.0%
3	2109	1.0%
120	2105	1.0%
18	1967	1.0%
1	1912	0.9%
15	1910	0.9%
24	1836	0.9%
50	1707	0.8%
150	1672	0.8%
80	1671	0.8%
90	1624	0.8%
100	1612	0.8%
14	1542	0.7%
9	1510	0.7%
Other values (10205)	152851	74.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3807	1.8%
1	1912	0.9%
2	2387	1.2%
3	2109	1.0%
4	2334	1.1%
5	2417	1.2%
6	2345	1.1%
7	1405	0.7%
8	2423	1.2%
9	1510	0.7%

Value	Count	Frequency (%)
4546116	1	< 0.1%
4300436	1	< 0.1%
4085384	1	< 0.1%
4010743	1	< 0.1%
3999438	1	< 0.1%
3992357	1	< 0.1%
3916935	1	< 0.1%
3899980	1	< 0.1%
3723457	1	< 0.1%
3597005	1	< 0.1%

Rendimiento (t/ha)
Real number (ℝ_≥0)

MISSING

Distinct	3621
Distinct (%)	1.8%
Missing	3433
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%

Mean	9.238819651
Minimum	0.03
Maximum	246
Zeros	0
Zeros (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	0.03
5-th percentile	0.6
Q1	1.5
median	5
Q3	11.23
95-th percentile	29
Maximum	246
Range	245.97
Interquartile range (IQR)	9.73

Descriptive statistics

Standard deviation	14.88865906
Coefficient of variation (CV)	1.611532601
Kurtosis	41.73865389
Mean	9.238819651
Median Absolute Deviation (MAD)	3.9
Skewness	5.479609558
Sum	1872108.22
Variance	221.6721686
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	9445	4.6%
8	7643	3.7%
1	7499	3.6%
6	7402	3.6%
5	7374	3.6%
15	6762	3.3%
2	6433	3.1%
12	6149	3.0%
4	6025	2.9%
7	5865	2.8%
1.5	5620	2.7%
20	5404	2.6%
3	4424	2.1%
9	3682	1.8%
1.2	3608	1.8%
0.5	3299	1.6%
2.5	3071	1.5%
0.8	2877	1.4%
18	2873	1.4%
0.6	2553	1.2%
25	2408	1.2%
16	2334	1.1%
14	2204	1.1%
30	2174	1.1%
0.7	2048	1.0%
Other values (3596)	83459	40.5%
(Missing)	3433	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03	2	< 0.1%
0.05	3	< 0.1%
0.06	3	< 0.1%
0.07	4	< 0.1%
0.08	7	< 0.1%
0.09	5	< 0.1%
0.1	25	< 0.1%
0.11	7	< 0.1%
0.12	10	< 0.1%
0.13	8	< 0.1%

Value	Count	Frequency (%)
246	6	< 0.1%
240	2	< 0.1%
210	9	< 0.1%
206	1	< 0.1%
200.69	1	< 0.1%
200	9	< 0.1%
196.67	1	< 0.1%
192.11	1	< 0.1%
190	18	< 0.1%
187.5	3	< 0.1%

ESTADO FISICO PRODUCCION
Categorical

Distinct	23
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

FRUTO FRESCO	59682
GRANO SECO	57290
HORTALIZA FRESCA	31742
TUBERCULO FRESCO	21755
PADDY VERDE	7416
Other values (18)	28183

Common Values
Overview

Value	Count	Frequency (%)
FRUTO FRESCO	59682	29.0%
GRANO SECO	57290	27.8%
HORTALIZA FRESCA	31742	15.4%
TUBERCULO FRESCO	21755	10.6%
PADDY VERDE	7416	3.6%
CAFE VERDE EQUIVALENTE	7263	3.5%
PANELA	6669	3.2%
LEGUMINOSA FRESCA	3919	1.9%
HOJA FRESCA	1799	0.9%
ACEITE CRUDO	1382	0.7%
HOJA SECA	1330	0.6%
LATEX SECO	1323	0.6%
FIBRA SECA	1023	0.5%
SEMILLA	954	0.5%
MELAZA	793	0.4%
CAÑA PARA MOLIENDA	628	0.3%
FLOR FRESCA	529	0.3%
FORRAJE FRESCO	234	0.1%
SEMILLA OLEAGINOSA	184	0.1%
FOLLAJE FRESCO	131	0.1%
HONGO FRESCO	16	< 0.1%
ND	4	< 0.1%
SEMILLA SECA	2	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	22
Median length	12
Mean length	12.62710853
Min length	2

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
O	321252	12.3%
R	308985	11.9%
E	278725	10.7%
A	213773	8.2%
C	213185	8.2%
	205539	7.9%
F	188669	7.3%
S	186018	7.1%
T	123147	4.7%
U	115756	4.4%
L	77347	3.0%
N	75973	2.9%
G	61409	2.4%
I	47281	1.8%
H	34887	1.3%
Z	32535	1.3%
D	31525	1.2%
B	22778	0.9%
V	21942	0.8%
P	14713	0.6%
Y	7416	0.3%
Q	7263	0.3%
M	6480	0.2%
J	3494	0.1%
X	1323	0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2396504	92.1%
Space Separator	205539	7.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
O	321252	13.4%
R	308985	12.9%
E	278725	11.6%
A	213773	8.9%
C	213185	8.9%
F	188669	7.9%
S	186018	7.8%
T	123147	5.1%
U	115756	4.8%
L	77347	3.2%
N	75973	3.2%
G	61409	2.6%
I	47281	2.0%
H	34887	1.5%
Z	32535	1.4%
D	31525	1.3%
B	22778	1.0%
V	21942	0.9%
P	14713	0.6%
Y	7416	0.3%
Q	7263	0.3%
M	6480	0.3%
J	3494	0.1%
X	1323	0.1%
Ñ	628	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	205539	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2396504	92.1%
Common	205539	7.9%

Most frequent Latin characters

Value	Count	Frequency (%)
O	321252	13.4%
R	308985	12.9%
E	278725	11.6%
A	213773	8.9%
C	213185	8.9%
F	188669	7.9%
S	186018	7.8%
T	123147	5.1%
U	115756	4.8%
L	77347	3.2%
N	75973	3.2%
G	61409	2.6%
I	47281	2.0%
H	34887	1.5%
Z	32535	1.4%
D	31525	1.3%
B	22778	1.0%
V	21942	0.9%
P	14713	0.6%
Y	7416	0.3%
Q	7263	0.3%
M	6480	0.3%
J	3494	0.1%
X	1323	0.1%
Ñ	628	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	205539	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2601415	> 99.9%
None	628	< 0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
O	321252	12.3%
R	308985	11.9%
E	278725	10.7%
A	213773	8.2%
C	213185	8.2%
	205539	7.9%
F	188669	7.3%
S	186018	7.2%
T	123147	4.7%
U	115756	4.4%
L	77347	3.0%
N	75973	2.9%
G	61409	2.4%
I	47281	1.8%
H	34887	1.3%
Z	32535	1.3%
D	31525	1.2%
B	22778	0.9%
V	21942	0.8%
P	14713	0.6%
Y	7416	0.3%
Q	7263	0.3%
M	6480	0.2%
J	3494	0.1%
X	1323	0.1%

Most frequent None characters

Value	Count	Frequency (%)
Ñ	628	100.0%

NOMBRE CIENTIFICO
Categorical

HIGH CARDINALITY
MISSING

Distinct	214
Distinct (%)	0.1%
Missing	2857
Missing (%)	1.4%
Memory size	1.6 MiB

ZEA MAYS	25199
PHASEOLUS VULGARIS	14693
LYCOPERSICUM ESCULETUM	9654
MANIHOT ESCULENTA	9488
MUSA X PARADISIACA	9007
Other values (209)	135170

Common Values
Overview

Value	Count	Frequency (%)
ZEA MAYS	25199	12.2%
PHASEOLUS VULGARIS	14693	7.1%
LYCOPERSICUM ESCULETUM	9654	4.7%
MANIHOT ESCULENTA	9488	4.6%
MUSA X PARADISIACA	9007	4.4%
SACCHARUM OFFICINARUM	8090	3.9%
SOLANUM TUBEROSUM	7483	3.6%
ORYZA SATIVA	7416	3.6%
COFFEA ARABICA	7263	3.5%
PISUM SATIVUM	6360	3.1%
THEOBROMA CACAO	6066	2.9%
PERSEA AMERICANA MILL.	4542	2.2%
JUDIAPHASEOLUS VULGARIS	3513	1.7%
CAPSICUM ANNUM	3480	1.7%
RUBUS GLAUCUS	3213	1.6%
SOLANUM QUITOENSE	3097	1.5%
CUCURBITA MOSHATA	2792	1.4%
SOLAMUN BETACEUM	2727	1.3%
CITRUS SPP.	2660	1.3%
MANGIFERA INDICA	2315	1.1%
CITRUS SINENSIS	2309	1.1%
CITRULLUS VULGARIS	2308	1.1%
ALLIUM CEPA	2295	1.1%
ANANAS SATIVUS	2214	1.1%
MUSA PARADISIACA	2130	1.0%
Other values (189)	52897	25.7%
(Missing)	2857	1.4%

Frequencies of value counts

Unique

Unique	9 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	47
Median length	16
Mean length	15.62182872
Min length	3

Overview of Unicode Properties

Unique unicode characters	34
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	466875	14.5%
S	300695	9.3%
U	254090	7.9%
I	246919	7.7%
	223764	7.0%
E	191539	5.9%
C	186345	5.8%
M	180400	5.6%
R	168955	5.2%
L	147153	4.6%
O	145648	4.5%
T	113035	3.5%
N	101132	3.1%
P	87745	2.7%
H	60194	1.9%
V	53347	1.7%
Y	48441	1.5%
F	46883	1.5%
B	40839	1.3%
G	39156	1.2%
Z	35901	1.1%
D	30728	1.0%
.	13132	0.4%
X	11981	0.4%
J	6620	0.2%
Other values (9)	17642	0.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2970036	92.3%
Space Separator	223764	7.0%
Other Punctuation	13845	0.4%
Lowercase Letter	8571	0.3%
Open Punctuation	1465	< 0.1%
Close Punctuation	1465	< 0.1%
Dash Punctuation	13	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	466875	15.7%
S	300695	10.1%
U	254090	8.6%
I	246919	8.3%
E	191539	6.4%
C	186345	6.3%
M	180400	6.1%
R	168955	5.7%
L	147153	5.0%
O	145648	4.9%
T	113035	3.8%
N	101132	3.4%
P	87745	3.0%
H	60194	2.0%
V	53347	1.8%
Y	48441	1.6%
F	46883	1.6%
B	40839	1.4%
G	39156	1.3%
Z	35901	1.2%
D	30728	1.0%
X	11981	0.4%
J	6620	0.2%
Q	3543	0.1%
W	1033	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	223764	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	13132	94.9%
&	713	5.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	5714	66.7%
a	2857	33.3%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	13	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	1465	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	1465	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2978607	92.5%
Common	240552	7.5%

Most frequent Latin characters

Value	Count	Frequency (%)
A	466875	15.7%
S	300695	10.1%
U	254090	8.5%
I	246919	8.3%
E	191539	6.4%
C	186345	6.3%
M	180400	6.1%
R	168955	5.7%
L	147153	4.9%
O	145648	4.9%
T	113035	3.8%
N	101132	3.4%
P	87745	2.9%
H	60194	2.0%
V	53347	1.8%
Y	48441	1.6%
F	46883	1.6%
B	40839	1.4%
G	39156	1.3%
Z	35901	1.2%
D	30728	1.0%
X	11981	0.4%
J	6620	0.2%
n	5714	0.2%
Q	3543	0.1%
Other values (3)	4729	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	223764	93.0%
.	13132	5.5%
(	1465	0.6%
)	1465	0.6%
&	713	0.3%
-	13	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3219159	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	466875	14.5%
S	300695	9.3%
U	254090	7.9%
I	246919	7.7%
	223764	7.0%
E	191539	5.9%
C	186345	5.8%
M	180400	5.6%
R	168955	5.2%
L	147153	4.6%
O	145648	4.5%
T	113035	3.5%
N	101132	3.1%
P	87745	2.7%
H	60194	1.9%
V	53347	1.7%
Y	48441	1.5%
F	46883	1.5%
B	40839	1.3%
G	39156	1.2%
Z	35901	1.1%
D	30728	1.0%
.	13132	0.4%
X	11981	0.4%
J	6620	0.2%
Other values (9)	17642	0.5%

CICLO DE CULTIVO
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

TRANSITORIO	108943
PERMANENTE	82643
ANUAL	14482

Value	Count	Frequency (%)
TRANSITORIO	108943	52.9%
PERMANENTE	82643	40.1%
ANUAL	14482	7.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	11
Median length	11
Mean length	10.17728614
Min length	5

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
T	300529	14.3%
R	300529	14.3%
N	288711	13.8%
E	247929	11.8%
A	220550	10.5%
I	217886	10.4%
O	217886	10.4%
S	108943	5.2%
P	82643	3.9%
M	82643	3.9%
U	14482	0.7%
L	14482	0.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2097213	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	300529	14.3%
R	300529	14.3%
N	288711	13.8%
E	247929	11.8%
A	220550	10.5%
I	217886	10.4%
O	217886	10.4%
S	108943	5.2%
P	82643	3.9%
M	82643	3.9%
U	14482	0.7%
L	14482	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2097213	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
T	300529	14.3%
R	300529	14.3%
N	288711	13.8%
E	247929	11.8%
A	220550	10.5%
I	217886	10.4%
O	217886	10.4%
S	108943	5.2%
P	82643	3.9%
M	82643	3.9%
U	14482	0.7%
L	14482	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2097213	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
T	300529	14.3%
R	300529	14.3%
N	288711	13.8%
E	247929	11.8%
A	220550	10.5%
I	217886	10.4%
O	217886	10.4%
S	108943	5.2%
P	82643	3.9%
M	82643	3.9%
U	14482	0.7%
L	14482	0.7%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	CÓD. DEP.	DEPARTAMENTO	CÓD. MUN.	MUNICIPIO	GRUPO DE CULTIVO	SUBGRUPO DE CULTIVO	CULTIVO	DESAGREGACIÓN REGIONAL Y/O SISTEMA PRODUCTIVO	AÑO	PERIODO	Área Sembrada (ha)	Área Cosechada (ha)	Producción (t)	Rendimiento (t/ha)	ESTADO FISICO PRODUCCION	NOMBRE CIENTIFICO	CICLO DE CULTIVO
0	15	BOYACA	15114	BUSBANZA	HORTALIZAS	ACELGA	ACELGA	ACELGA	2006	2006B	2	1	1	1.00	FRUTO FRESCO	BETA VULGARIS	TRANSITORIO
1	25	CUNDINAMARCA	25754	SOACHA	HORTALIZAS	ACELGA	ACELGA	ACELGA	2006	2006B	82	80	1440	18.00	FRUTO FRESCO	BETA VULGARIS	TRANSITORIO
2	25	CUNDINAMARCA	25214	COTA	HORTALIZAS	ACELGA	ACELGA	ACELGA	2006	2006B	2	2	26	17.33	FRUTO FRESCO	BETA VULGARIS	TRANSITORIO
3	54	NORTE DE SANTANDER	54405	LOS PATIOS	HORTALIZAS	ACELGA	ACELGA	ACELGA	2006	2006B	3	3	48	16.00	FRUTO FRESCO	BETA VULGARIS	TRANSITORIO
4	54	NORTE DE SANTANDER	54518	PAMPLONA	HORTALIZAS	ACELGA	ACELGA	ACELGA	2006	2006B	1	1	5	10.00	FRUTO FRESCO	BETA VULGARIS	TRANSITORIO
5	68	SANTANDER	68377	LA BELLEZA	HORTALIZAS	ACELGA	ACELGA	ACELGA	2006	2006B	1	1	6	6.00	FRUTO FRESCO	BETA VULGARIS	TRANSITORIO
6	25	CUNDINAMARCA	25754	SOACHA	HORTALIZAS	ACELGA	ACELGA	ACELGA	2007	2007A	72	70	1260	18.00	FRUTO FRESCO	BETA VULGARIS	TRANSITORIO
7	25	CUNDINAMARCA	25214	COTA	HORTALIZAS	ACELGA	ACELGA	ACELGA	2007	2007A	2	2	34	17.00	FRUTO FRESCO	BETA VULGARIS	TRANSITORIO
8	54	NORTE DE SANTANDER	54518	PAMPLONA	HORTALIZAS	ACELGA	ACELGA	ACELGA	2007	2007A	1	1	5	10.00	FRUTO FRESCO	BETA VULGARIS	TRANSITORIO
9	68	SANTANDER	68377	LA BELLEZA	HORTALIZAS	ACELGA	ACELGA	ACELGA	2007	2007A	1	1	6	6.00	FRUTO FRESCO	BETA VULGARIS	TRANSITORIO

Last rows

	CÓD. DEP.	DEPARTAMENTO	CÓD. MUN.	MUNICIPIO	GRUPO DE CULTIVO	SUBGRUPO DE CULTIVO	CULTIVO	DESAGREGACIÓN REGIONAL Y/O SISTEMA PRODUCTIVO	AÑO	PERIODO	Área Sembrada (ha)	Área Cosechada (ha)	Producción (t)	Rendimiento (t/ha)	ESTADO FISICO PRODUCCION	NOMBRE CIENTIFICO	CICLO DE CULTIVO
206058	8	ATLANTICO	8520	PALMAR DE VARELA	LEGUMINOSAS	FRIJOL	FRIJOL	ZARAGOZA	2015	2015A	5	4	8	2.00	GRANO SECO	PHASEOLUS VULGARIS	TRANSITORIO
206059	8	ATLANTICO	8549	PIOJO	LEGUMINOSAS	FRIJOL	FRIJOL	ZARAGOZA	2015	2015A	3	1	0	0.30	GRANO SECO	PHASEOLUS VULGARIS	TRANSITORIO
206060	25	CUNDINAMARCA	25436	MANTA	HORTALIZAS	CALABACIN	CALABACIN	ZUCCHINI	2017	2017A	20	19	399	21.00	HORTALIZA FRESCA	CUCURBITA PEPO	TRANSITORIO
206061	25	CUNDINAMARCA	25807	TIBIRITA	HORTALIZAS	CALABACIN	CALABACIN	ZUCCHINI	2017	2017A	5	5	40	8.00	HORTALIZA FRESCA	CUCURBITA PEPO	TRANSITORIO
206062	25	CUNDINAMARCA	25524	PANDI	HORTALIZAS	CALABACIN	CALABACIN	ZUCCHINI	2017	2017A	3	3	15	5.00	HORTALIZA FRESCA	CUCURBITA PEPO	TRANSITORIO
206063	25	CUNDINAMARCA	25436	MANTA	HORTALIZAS	CALABACIN	CALABACIN	ZUCCHINI	2017	2017B	20	18	180	10.00	HORTALIZA FRESCA	CUCURBITA PEPO	TRANSITORIO
206064	25	CUNDINAMARCA	25524	PANDI	HORTALIZAS	CALABACIN	CALABACIN	ZUCCHINI	2017	2017B	2	2	8	5.00	HORTALIZA FRESCA	CUCURBITA PEPO	TRANSITORIO
206065	25	CUNDINAMARCA	25436	MANTA	HORTALIZAS	CALABACIN	CALABACIN	ZUCCHINI	2018	2018A	15	15	150	10.00	HORTALIZA FRESCA	CUCURBITA PEPO	TRANSITORIO
206066	25	CUNDINAMARCA	25807	TIBIRITA	HORTALIZAS	CALABACIN	CALABACIN	ZUCCHINI	2018	2018A	6	6	50	8.27	HORTALIZA FRESCA	CUCURBITA PEPO	TRANSITORIO
206067	25	CUNDINAMARCA	25524	PANDI	HORTALIZAS	CALABACIN	CALABACIN	ZUCCHINI	2018	2018A	5	5	25	5.00	HORTALIZA FRESCA	CUCURBITA PEPO	TRANSITORIO

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most frequent Dash Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters